← Authors

Handong Zhao

51 papers · 2015–2025 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (15) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (10) πŸ† Keyword Champion 🀝 Dynamic Duo (13) πŸ† Grand Slam 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (205) ⚑ Prolific Year (9) πŸ’Ž Century Club (51) πŸ”₯ Unstoppable (7)

Conferences

EMNLP (7) CVPR (6) IJCAI (6) ACL (5) ICCV (5) NIPS (5) ICLR (4) NAACL (3) AAAI (2) EACL (2) ECCV (2) ICML (1) IJCNLP (1) JMLR (1) L4DC (1)

Top co-authors

Tong Yu (13) Ruiyi Zhang (11) Jiuxiang Gu (10) Sungchul Kim (10) Sheng Li (9) Yun Fu (9) Ryan Rossi (7) Jason Kuen (6) Ani Nenkova (6) Ricardo Henao (6)

Keywords

representation learning (6) contrastive learning (6) self-supervised learning (5) multimodal learning (5) few-shot learning (4) multimodal large language model (4) prompt tuning (4) domain adaptation (4) document understanding (3) knowledge distillation (3) vision-language model (3) causal inference (3) cross-modal retrieval (2) diffusion model (2) named entity recognition (2) reinforcement learning (2) adversarial learning (2) subspace clustering (2) federated learning (2) spectral clustering (2)

Papers

The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers CVPR 2025
MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025
GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025
VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs ICCV 2025
Advancing Vision-Language Models with Adapter Ensemble Strategies EMNLP 2024
Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model JMLR 2024
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning NAACL 2024
Tag-grounded Visual Instruction Tuning with Retrieval Augmentation EMNLP 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024
Generalizing to Unseen Domains via Text-guided Augmentation ECCV 2024
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning EACL 2024
Easy Regional Contrastive Learning of Expressive Fashion Representations NIPS 2024
Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback NAACL 2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation ICLR 2024
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding NIPS 2023
Few-Shot Composition Learning for Image Retrieval with Prompt Tuning AAAI 2023
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets ACL 2023
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models CVPR 2023
A Critical Analysis of Document Out-of-Distribution Detection EMNLP 2023
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis ICCV 2023
Better Generative Replay for Continual Federated Learning ICLR 2023
Few-Shot Class-Incremental Learning for Named Entity Recognition ACL 2022
Neural Point Process for Learning Spatiotemporal Event Dynamics L4DC 2022
Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022
XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract) AAAI 2022
Neural Contextual Bandits with Deep Representation and Shallow Exploration ICLR 2022
EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022
Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations EMNLP 2022
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation NIPS 2021
SelfDoc: Self-Supervised Document Representation Learning CVPR 2021
Edge: Enriching Knowledge Graph Embeddings with External Text NAACL 2021
UniDoc: Unified Pretraining Framework for Document Understanding NIPS 2021
Learning Contextualized Knowledge Structures for Commonsense Reasoning ACL 2021
Adaptive Adversarial Network for Source-Free Domain Adaptation ICCV 2021
ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation ICCV 2021
Learning Contextualized Knowledge Structures for Commonsense Reasoning IJCNLP 2021
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation ICLR 2021
A Survey on Representation Learning for User Modeling IJCAI 2020
Cross-Domain Document Object Detection: Benchmark Suite and Method CVPR 2020
Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions ECCV 2020
Structured Policy Iteration for Linear Quadratic Regulator ICML 2020
Self-Supervised Relationship Probing NIPS 2020
Unpaired Image Captioning via Scene Graph Alignments ICCV 2019
Scene Graph Generation With External Knowledge and Image Reconstruction CVPR 2019
Projective Low-rank Subspace Clustering via Learning Deep Encoder IJCAI 2017
Large-scale Subspace Clustering by Fast Regression Coding IJCAI 2017
Incomplete Multi-Modal Visual Data Grouping IJCAI 2016
Dual-Regularized Multi-View Outlier Detection IJCAI 2015
Semantic Single Video Segmentation with Robust Graph Representation IJCAI 2015